The index evaluates market makers using a weighted composite score that factors in trading KPIs, trust levels, and connectivity across centralized and decentralized exchanges. To ensure firms remain accountable, the dashboard utilizes a rolling 30-day window, forcing providers to maintain consistent performance rather than relying on historical status. Users can drill down into specific metrics, including depth, volume, spread performance, and adherence to contracted obligations.

Shane Molidor, founder and CEO of Forgd, noted the goal is to shift market maker selection toward a transparent process. By integrating this index with Tokenomist’s existing supply tracking data, the partnership offers token operators and investors a unified view of both asset availability and the liquidity providers responsible for absorbing market pressure. Tanawat Chiewhawan, CEO of Tokenomist, described the collaboration as a necessary step in aligning tokenomics intelligence with active market execution.